MLFlow Integration

JPTs can be integrated with MLFlow to manage the full model lifecycle. Among other things Hyperparameters and the model itself can be logged using a python wrapper.

In order to integrate JPTs with MLFlow, MLFlow needs to be installed. This can be done by either installing the pyjpt package with MLFlow being added as an extra requirement

$ pip install pyjpt[mlflow]

or by installing the MLFlow package manually.

A full tutorial on the MLFlow integration can be found here

• Integration with MLflow